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ESANN
2001
15 years 1 months ago
Rectified Gaussian distributions and the formation of local filters from video data
We investigate the use of an unsupervised artificial neural network to form a sparse representation of the underlying causes in a data set. By using fixed lateral connections that...
Emilio Corchado, Darryl Charles, Colin Fyfe
IJCAI
2003
15 years 1 months ago
Dynamics of Coalition Formation in Combinatorial Trading
This paper studies the dynamics of agent mediated combinatorial trading at the macroscopic level. The combinatorial marketplace consists of a retailer who wishes to sell bundles o...
Yiming Ye, Yuhai Tu
IJCAI
1989
15 years 1 months ago
Concept Formation by Incremental Conceptual Clustering
Incremental conceptual clustering is an important area of machine learning. It is concerned with summarizing data in a form of concept hierarchies, which will eventually ease the ...
Mirsad Hadzikadic, David Y. Y. Yun
CIRA
2007
IEEE
120views Robotics» more  CIRA 2007»
15 years 6 months ago
Neural Fields for Controlling Formation of Multiple Robots
— In this paper we investigate how neural fields can produce an elegant solution for the problem of moving multiple robots in formation. The objective is to acquire a target, av...
Mohamed Oubbati, Günther Palm
IJCAI
2003
15 years 1 months ago
An Integrated Multilevel Learning Approach to Multiagent Coalition Formation
In this paper we describe an integrated multilevel learning approach to multiagent coalition formation in a real-time environment. In our domain, agents negotiate to form teams to...
Leen-Kiat Soh, Xin Li